• bob.buildout
    • v2.1.3 (Sep 22, 2017 10:37)
      • port to new CI/CD
    • v2.1.4 (Sep 22, 2017 11:34)
      • port to new CI/CD
    • v2.1.5 (Sep 22, 2017 13:58)
      • no significant changes
    • v2.1.6 (Feb 27, 2018 16:29)
      • Enables built-in conda packaging
      • Provides user/development guides
      • Provides an alternative for gdb (based on lldb) for MacOS
      • Improve handling of environments for Python 3.6 (issue bob.buildout#24)
  • bob.extension
    • v2.5.0 (Apr 10, 2018 13:10)
      • Big changes to the documentation of this package: divided guide in
      • package development and package creation; added section for implementing
      • configuration and command-line application for bob extensions.
      • Initial implementation for a (more) centrally-available python-based
      • configuration system. The implementation is based on the config-file
      • support that existed in bob.bio.base. Since the initial port, it has
      • improved quite a lot to support a number of features. Check the
      • documentation for details and how to use these on your packages.
      • Initial implementation of a command-line infrastructure for bob
      • packages. The implementation is based on click and extensible to other
      • packages in the Bob framework. Check the documentation for details.
      • Added support for stacked processors
      • Fixes for compilation from scratch on newer versions of gcc, namely by
      • having a more comprehensive use of "-isystem"
      • Improvements to our internal search-path functionality for building
      • other packages
      • Ported to new CI/CD
  • bob.blitz
    • v2.0.15 (Apr 10, 2018 13:35)
      • Migrate to conda based CI
  • bob.core
    • v2.2.0 (Apr 10, 2018 14:02)
      • Migrate to conda based CI
      • Fix test values (closes bob.corebob.core#8)
      • Use log modules from bob.extension
      • improve tests
  • bob.io.base
    • v3.0.3 (Apr 10, 2018 14:33)
      • Migrate to conda based CI
  • bob.math
    • v3.1.0 (Apr 10, 2018 15:30)
      • Migrate to conda based CI
      • Add blas features
      • trust numpy in finding blas/lapack. Fixes bob.mathbob.math#14
    • v3.1.1 (Apr 10, 2018 16:32)
      • No changes.
  • bob.measure
    • v3.0.0 (Apr 10, 2018 17:05)
      • Fixed issue with FAR and FRR values being exactly 1 or 0
      • Corrected the threshold calculation in far_threshold() and frr_threshold(), which now guarantees to produce at most of given FAR or FRR values.
      • Never return NaNs for far_threshold() and frr_threshold() functions
      • Optimized implementation of ROC for a given FAR
      • Added an option to capture the output in a log file
      • Updated docs and tests accordingly
  • bob.io.image
    • v2.4.0 (Apr 10, 2018 17:48)
      • Fixed issue with PGM image load when such images have extra bytes, see bob.io.image!36
      • Relax matplotlib requirement bob.io.image!39
      • Migrate to conda based CI
    • v2.4.1 (Apr 10, 2018 18:25)
      • No changes.
  • bob.db.base
    • v3.0.0 (Apr 10, 2018 18:55)
      • Migrate to conda based CI
      • Implemented local file upload bob.db.basebob.db.base#20
      • Added support for JSON annotation format
      • Unified use of original_directory and original_extension
      • Minor improvements
  • bob.io.video
    • v2.1.0 (Apr 10, 2018 19:15)
      • Migrate to conda based CI
      • adjust test values to openh264
      • Revamped code for ffmpeg-3.1+ s
      • Fixes bob.io.videobob.io.video#10
    • v2.1.1 (Apr 17, 2018 10:36)
      • Sligthly increased noise test parameters on mp4 files with mpeg2video codecs (closed bob.io.video#11)
  • bob.io.matlab
    • v2.0.11 (Apr 10, 2018 19:40)
      • Migrate to conda based CI
  • bob.io.audio
    • v2.0.7 (Apr 10, 2018 20:02)
      • Migrate to conda based CI
  • bob.sp
    • v2.0.11 (Apr 10, 2018 20:26)
      • Migrate to conda based CI
  • bob.ap
    • v2.1.6 (Apr 10, 2018 20:50)
      • Migrate to conda based CI
  • bob.ip.base
    • v2.2.0 (Apr 10, 2018 21:14)
      • Improved compatibility for non-C++-11 compilers
      • Migrate to conda based CI
      • Fix matplotlib requirement
    • v2.2.1 (Apr 10, 2018 21:55)
      • No changes.
  • bob.ip.color
    • v2.0.11 (Apr 10, 2018 22:35)
      • Migrate to conda based CI
  • bob.ip.draw
    • v2.0.10 (Apr 11, 2018 09:46)
      • Migrate to conda based CI
  • bob.ip.gabor
    • v2.0.12 (Apr 11, 2018 10:31)
      • Migrate to conda based CI
  • bob.learn.activation
    • v2.0.11 (Apr 11, 2018 11:38)
      • Migrate to conda based CI
  • bob.learn.libsvm
    • v2.1.0 (Apr 11, 2018 12:24)
      • Migrate to conda based CI
      • Makes sure we can load/save files with arbitrary extensions
  • bob.learn.linear
    • v2.1.3 (Apr 11, 2018 13:23)
      • Migrate to conda based CI
  • bob.learn.mlp
    • v2.1.7 (Apr 11, 2018 15:17)
      • Migrate to conda based CI
  • bob.learn.boosting
    • v2.0.14 (Apr 11, 2018 15:45)
      • Migrate to conda based CI
  • bob.db.iris
    • v2.1.2 (Apr 11, 2018 16:17)
      • Migrate to conda based CI
  • bob.learn.em
    • v2.1.1 (Apr 11, 2018 16:42)
      • Migrate to conda based CI
      • Add test time dependencies
      • remove unused ref 5. please see bob.learn.embob.learn.em#27
  • bob.db.wine
    • v2.0.10 (Apr 11, 2018 17:22)
      • Migrate to conda based CI
  • bob.db.mnist
    • v2.2.0 (Apr 11, 2018 17:44)
      • Migrate to conda based CI
      • Now download metadata during build
  • bob.db.atnt
    • v2.0.11 (Apr 11, 2018 18:06)
      • Migrate to conda based CI
  • bob.ip.facedetect
    • v2.1.5 (Apr 11, 2018 18:29)
      • Migrate to conda based CI
  • bob.ip.optflow.hornschunck
    • v2.0.14 (Apr 11, 2018 19:03)
      • Migrate to conda based CI
  • bob.ip.optflow.liu
    • v2.0.13 (Apr 11, 2018 19:51)
      • Migrate to conda based CI
  • bob.ip.flandmark
    • v2.1.7 (Apr 11, 2018 20:38)
      • Migrate to conda based CI
  • gridtk
    • v1.5.0 (Nov 20, 2017 09:07)
    • v1.6.0 (Apr 11, 2018 21:23)
      • jgen tool: added an option --unique-aggregate to make the aggregate output unique
      • Migrate to conda based CI
      • Improve tests and docs
    • v1.6.1 (Apr 12, 2018 11:11)
      • no changes.
  • bob.ip.qualitymeasure
    • v1.1.0 (Apr 12, 2018 14:08)
      • Migrated to conda based CI
      • Updates in the README
      • Removed bootstrap-buildout functionality
      • Added an optional reference image to Galbally IQM extractor
  • bob.ip.skincolorfilter
    • v0.0.4 (Apr 12, 2018 14:41)
      • Migrate to conda based CI
  • bob.ip.facelandmarks
    • v1.0.5 (Apr 12, 2018 15:08)
      • Migrate to conda based CI
  • bob.ip.dlib
    • v1.0.2 (Oct 19, 2017 10:18)
      • Fixed issue with possible negative coordinates and empty image
    • v1.0.3 (Apr 12, 2018 15:34)
      • Migrate to conda based CI
      • Improved documentation and tests
    • v1.0.4 (Apr 12, 2018 16:10)
      • No changes.
  • bob.db.arface
    • v2.1.4 (Sep 22, 2017 14:17)
    • v2.1.5 (Apr 12, 2018 18:00)
      • Migrate to conda based CI
  • bob.db.asvspoof
    • v1.1.7 (Sep 22, 2017 14:18)
      • Docs updates
    • v1.2.0 (Apr 12, 2018 18:25)
      • Migrate to conda based CI
      • Removed redundant debug_asvspoof script
  • bob.db.asvspoof2017
    • v1.0.3 (Sep 22, 2017 14:20)
      • Docs updates
    • v1.1.0 (Apr 12, 2018 18:49)
      • Migrate to conda based CI
      • Removed redundant debug_asvspoof2017 script
  • bob.db.atvskeystroke
    • v2.1.5 (Sep 22, 2017 14:21)
    • v2.1.6 (Apr 12, 2018 19:05)
      • Migrate to conda based CI
  • bob.db.avspoof
    • v2.2.8 (Sep 22, 2017 14:22)
    • v2.3.0 (Apr 12, 2018 19:21)
      • Migrate to conda based CI
      • Removed redundant debug_avspoof.py script
  • bob.db.banca
    • v2.1.5 (Sep 22, 2017 14:22)
    • v2.1.6 (Apr 12, 2018 19:42)
      • Migrate to conda based CI
  • bob.db.biosecure
    • v2.1.5 (Sep 22, 2017 14:22)
    • v2.1.6 (Apr 12, 2018 20:02)
      • Migrate to conda based CI
  • bob.db.biosecurid.face
    • v2.1.8 (Sep 22, 2017 14:22)
    • v2.1.9 (Apr 12, 2018 20:20)
      • Migrate to conda based CI
  • bob.db.casme2
    • v2.1.5 (Sep 22, 2017 14:23)
    • v2.1.6 (Apr 12, 2018 20:38)
      • Migrate to conda based CI
  • bob.db.caspeal
    • v2.1.5 (Sep 22, 2017 14:23)
    • v2.1.6 (Apr 12, 2018 20:56)
      • Migrate to conda based CI
  • bob.db.cohface
    • v1.0.4 (Sep 22, 2017 14:24)
    • v1.1.0 (Apr 12, 2018 21:14)
      • Migrate to conda based CI
      • Add a ref to the package name
  • bob.db.frgc
    • v2.1.3 (Sep 22, 2017 14:24)
    • v2.1.4 (Apr 12, 2018 21:39)
      • Migrate to conda based CI
  • bob.db.gbu
    • v2.1.4 (Sep 22, 2017 14:24)
    • v2.1.5 (Apr 12, 2018 22:00)
      • Migrate to conda based CI
  • bob.db.hci_tagging
    • v1.0.4 (Sep 22, 2017 14:28)
    • v1.1.0 (Apr 12, 2018 22:22)
      • Migrate to conda based CI
      • Add a ref to the package name
  • bob.db.ijba
    • v2.0.3 (Sep 22, 2017 14:28)
    • v2.1.0 (Apr 12, 2018 23:13)
      • Added missing dependency to bob.io.image (from bob.db.base)
      • Migrate to conda based CI
      • Added bob.measure as requirement
      • Some functionality was moved to bob.bio.face
  • bob.db.kboc16
    • v2.0.11 (Sep 22, 2017 14:28)
    • v2.1.0 (Apr 12, 2018 23:40)
      • Migrate to conda based CI
      • Add a ref to the package name
  • bob.db.lfw
    • v2.1.5 (Sep 22, 2017 14:28)
    • v2.1.6 (Apr 13, 2018 00:04)
      • Migrate to conda based CI
  • bob.db.livdet2013
    • v2.0.6 (Sep 22, 2017 14:29)
    • v2.1.0 (Apr 13, 2018 00:30)
      • Migrate to conda based CI
      • This package does not download metadata (closes bob.db.livdet2013bob.db.livdet2013#1)
      • Add a ref to the package name
  • bob.db.mobio
    • v2.1.5 (Sep 22, 2017 14:29)
    • v2.2.0 (Apr 13, 2018 00:49)
      • Update README.rst
      • Migrate to conda based CI
  • bob.db.msu_mfsd_mod
    • v2.2.3 (Sep 22, 2017 14:29)
    • v2.2.4 (Apr 13, 2018 01:13)
      • Migrate to conda based CI
  • bob.db.multipie
    • v2.1.4 (Sep 22, 2017 14:29)
    • v2.1.5 (Apr 13, 2018 01:38)
      • Migrate to conda based CI
  • bob.db.nist_sre12
    • v3.0.3 (Sep 22, 2017 14:30)
    • v3.0.4 (Apr 13, 2018 02:02)
      • Migrate to conda based CI
  • bob.db.putvein
    • v1.2.1 (Sep 22, 2017 14:30)
    • v1.3.0 (Apr 13, 2018 02:39)
      • Fix packaging warnings
      • Migrate to conda based CI
      • Stop downloading metadata (closes bob.db.putveinbob.db.putvein#2)
  • bob.db.replay
    • v3.0.3 (Sep 22, 2017 14:31)
    • v3.0.4 (Apr 13, 2018 03:19)
      • Migrate to conda based CI
  • bob.db.replaymobile
    • v1.1.3 (Sep 22, 2017 14:31)
    • v1.1.4 (Apr 13, 2018 03:40)
      • Migrate to conda based CI
  • bob.db.scface
    • v2.1.5 (Sep 22, 2017 14:31)
    • v2.1.6 (Apr 13, 2018 04:01)
      • Migrate to conda based CI
  • bob.db.utfvp
    • v2.4.1 (Sep 22, 2017 14:32)
      • Packaging changes - no changes to software.
    • v3.0.0 (Apr 13, 2018 04:22)
      • Migrate to conda based CI
      • Overall database refactoring; Improved docs and tests
      • Add information on the annotations
  • bob.db.verafinger
    • v1.0.0 (Oct 11, 2017 14:24)
    • v2.0.0 (Apr 13, 2018 05:18)
      • Migrate to conda based CI
      • Add information on the annotations
      • Unify biometric/presentation-attack interfaces
      • Implement cropped biometric recognition protocols
      • Improved documentation and simplified protocol files
    • v2.0.1 (Apr 13, 2018 08:01)
      • No changes.
  • bob.db.fv3d
    • v1.0.0 (Oct 11, 2017 15:42)
      • Distribute metadata from webserver
    • v1.1.0 (Apr 13, 2018 08:21)
      • Fixes to model.id -> model.name as model identifier
      • Migrate to conda based CI
    • v1.1.1 (Apr 13, 2018 09:15)
      • No changes.
  • bob.db.voicepa
    • v1.0.2 (Sep 22, 2017 14:34)
    • v1.1.0 (Apr 13, 2018 12:14)
      • Migrate to conda based CI
      • fixing issue bob.db.voicepabob.db.voicepa#1
  • bob.db.xm2vts
    • v2.1.4 (Sep 22, 2017 14:36)
    • v2.1.5 (Apr 13, 2018 12:51)
      • Migrate to conda based CI
  • bob.db.youtube
    • v2.1.4 (Sep 22, 2017 14:37)
    • v2.1.5 (Apr 13, 2018 13:12)
      • Migrate to conda based CI
  • bob.db.pericrosseye
    • v1.0.2 (Apr 13, 2018 13:30)
      • Migrate to conda based CI
  • bob.db.cuhk_cufs
    • v2.2.0 (Apr 13, 2018 13:49)
      • Created methods modality_separator and modalities
      • Included test case for objects.modality
  • bob.bio.base
    • v3.2.0 (Sep 22, 2017 10:55)
    • v3.2.1 (Sep 26, 2017 15:04)
      • Changed backend in bob/bio/base/scripts/evaluate.py to 'pdf' instead of 'agg'
    • v3.3.0 (Apr 13, 2018 15:14)
      • Migrate to conda based CI
      • Updated docs and tests
      • Added allow_missing_files option and added tests
      • Removed write_commands function in grid_search (closes bob.bio.basebob.bio.base#71)
      • Added annotator, updated documentation accordingly
      • Allow for comment lines in file-lists
      • Improves verbosity for preprocessing, extraction and enrollment
      • bob.db.base.Database is deprecated.
      • Using config file loading mechanism from bob.extension
      • Fix debug message (closes bob.bio.basebob.bio.base#103)
      • Fixed the exception that is raised when score file is not found
      • Mentions bob.bio.vein on bob.bio.base docs (closes bob.bio.basebob.bio.base#104)
      • Added metadata in preprocessing, feature extraction, and algorithm
      • Removed write_commands function in grid_search (closes bob.bio.basebob.bio.base#71)
      • Improve replace directories
  • bob.bio.gmm
    • v3.1.0 (Sep 22, 2017 14:05)
    • v3.2.0 (Apr 13, 2018 16:07)
      • Migrate to conda based CI
      • Propagated --allow-missing-files to the UBM training
      • Fixed issue bob.bio.gmmbob.bio.gmm#22
    • v3.2.1 (Apr 13, 2018 17:11)
      • No changes.
  • bob.bio.face
    • v3.3.0 (Sep 22, 2017 13:17)
      • bob.bio.face!78 Removed Algorithm.read_probe method, since this is already solved via bob.bio.base
      • bob.bio.face!33 improve the score files by adding attack type information
      • [ci] Droped python 3.4 support and added python 3.6
      • bob.bio.face!30 Updated baseline script to search for executables
    • v3.4.0 (Apr 13, 2018 17:55)
      • Implemented IJBA customized plot
      • Make the original_directory and annotation_directory a property
      • Created IJBB high level interface
      • Added script to display face annotations provided by a database.
      • Migrate to conda based CI
      • improve docs and tests
  • bob.bio.spear
    • v3.1.1 (Sep 22, 2017 14:48)
    • v3.2.0 (Apr 13, 2018 18:22)
      • pass kwargs in the base file class
      • Migrate to conda based CI
      • Improved docs
  • bob.bio.video
    • v3.3.0 (Sep 22, 2017 13:41)
    • v3.4.0 (Apr 13, 2018 18:44)
      • Add function as_array() to FrameContainer
      • Fixed youtube db load function
      • The original_directory and annotation_directory are now a property
      • Migrated to conda based CI
      • Package now added to joint documentation
      • Missing annotations are now handled in the Preprocessor Wrapper
      • Updated unit tests addressing missing annotation cases
      • Preprocessor Wrapper now able to return None, allowing --missing-files functionality
      • Added failsafevideo wrapper
      • Added Video annotator
    • v3.4.1 (Apr 13, 2018 21:19)
      • No changes.
  • bob.bio.vein
    • v1.0.0 (Oct 20, 2017 13:29)
      • Initial release
      • Added bob.db.fv3d
      • Updated sample viewing script
      • Added blame script
      • Re-estructured Preprocessor to simplify experimentation and configuration
      • Unit tests for 3D fingervein database
      • Fixes to Maximum Curvature implementation; Improved references & documentation
      • Speeds-up the evaluation of vein probabilities
      • Updated functionality: If sample does not have ROI, then returns only image
      • Updated documentation: on grid resources and explanation on how to run
      • Added optional pre-cropping stage on preprocessor
      • Implemented normalized-cross-correlation algorithm
      • Added MLP trainer for watershed masker
      • Added watershed mask detector
      • Functionality allowing to view sample using a database name
      • Added Miura-match with rotation support
      • Support for view mode w/o extracted veins
      • Added watershed preprocessing debug-aid script
      • Added High Level Database Interface for putvein database
      • Added the doc and tests and config for the putvein database
      • HammingDistance class plus test
      • Update documentation on baseline results for rlt, mc, and wld
      • Remove Oleg's implementation of rotation-invariant matching
    • v1.0.1 (Oct 20, 2017 16:04)
      • Update MANIFEST.in to include necessary package files
    • v1.1.0 (Apr 13, 2018 21:47)
      • Ported to new CI
      • Updated utfvp interface
      • Fixed the index.rst to match joint docs requirements
      • Adaptations to allow vulnerability analysis
  • bob.db.voxforge
    • v2.2.0 (Sep 24, 2017 11:39)
    • v2.3.0 (Apr 13, 2018 22:22)
      • Migrate to conda based CI
      • Improved docs
      • Removed bob_dbmanage download
    • v2.3.1 (Apr 14, 2018 06:59)
      • No changes.
  • bob.pad.base
    • v2.0.0 (Apr 14, 2018 07:46)
      • Migrate to conda based CI
      • Added --allow-missing-files option
      • Improved documentation
      • Moved from bob.pad.face SVM (bob implementation), one class GMM (scikit-learn) and logistic regression (scikit-learn) algorithms
      • Cleaned up and improved code. Added tests.
      • Replace the old PAD ISO metrics class with a script
      • Added clients option to FileListDB driver
      • Avoids feature blow-up when std==0.
      • Added predictions algorithm and padfile to label.
  • bob.pad.face
    • v2.0.0 (Apr 14, 2018 08:10)
      • Added High Level Database Interface (HLDI) for MIFS database
      • Annotations are added for MIFS database
      • Added a VideoSparseCoding preprocessor
      • Updated the documentation on anomaly detection-based PAD using Aggregated Db
      • Local face detection option was added to VideoFaceCrop class, using dlib and mtcnn
      • Unit tests for the classes used in IQM-GMM pad algorithm
      • Added landmark detection utils
      • Algorithms/classifiers are adapted to other non-face modalities
      • New protocol for Aggregated Database: grandtest-train-eval
      • New protocol for Aggregated Database: grandtest-mobio
      • Frame Selector is now acceptable in HLDIs of all databases
      • Removed bootstrap-buildout.py functionality
      • Added A base PAD file class
      • New protocol for Aggregated Database: grandtest-train-eval-<num_train_samples>
      • bob.extension.rc used in HLDIs
      • Migrated to conda-based CI
      • ALL algorithms are moved to bob.pad.base package
      • Fixed algorithms documentation links, pointing to bob.pad.base now.
      • The documentation of the package now linked to joint documentation properly.
      • Refactoring: duplicated database configs are removed
      • Refactoring: removed VideoQualityMeasure, replaced with Wrapper class
      • Refactoring: removed VideoLBPHistogram, replaced with Wrapper class
      • Refactoring: removed unused VideoDataLoader
      • Refactoring: created FaceCropAlign, replaces ImageFaceCrop + VideFaceCrop using Wrapper
      • Added Spatially Enhanced Histogram option to LBPHistogram class
      • Changes to the FrameDifference preprocessor: Estimate the bounding box
      • from annotations if not available. This is usually estimated from eye
      • annotations. Remove the unused check_face_size flag. Fixed the conda
      • recipe bob.pad.face!63
    • v2.0.1 (Apr 14, 2018 13:20)
      • No changes.
  • bob.pad.vein